cyipopt

================== README for cyipopt

Ipopt_ (Interior Point OPTimizer, pronounced eye-pea-opt) is a software package for large-scale nonlinear optimization. Ipopt is available from the COIN-OR_ initiative, under the Eclipse Public License (EPL).

cyipopt is a Python wrapper around Ipopt. It enables using Ipopt from the comfort of the Python programming language.

.. _Ipopt: https://projects.coin-or.org/Ipopt .. _COIN-OR: https://projects.coin-or.org/

Status

.. list-table::

• • Anaconda
  • .. image:: https://anaconda.org/conda-forge/cyipopt/badges/version.svg :target: https://anaconda.org/conda-forge/cyipopt .. image:: https://anaconda.org/conda-forge/cyipopt/badges/downloads.svg :target: https://anaconda.org/conda-forge/cyipopt
• • PyPI
  • .. image:: https://badge.fury.io/py/cyipopt.svg :target: https://pypi.org/project/cyipopt .. image:: https://pepy.tech/badge/cyipopt :target: https://pypi.org/project/cyipopt
• • Read the Docs
  • .. image:: https://readthedocs.org/projects/cyipopt/badge/?version=latest :target: https://cyipopt.readthedocs.io/en/latest/?badge=latest :alt: Documentation Status

History

This repository was forked in 2016 from https://bitbucket.org/amitibo/cyipopt and is now considered the primary repository. The fork includes a SciPy-style interface and ability to handle exceptions in the callback functions.

As of version 1.1.0 (2021-09-07), the distribution is released under the name "cyipopt" on PyPi (https://pypi.org/project/cyipopt). Before version 1.1.0, it was released under the name "ipopt" (https://pypi.org/project/ipopt).

Installation

We recommend using conda to install cyipopt on Linux, Mac, and Windows::

conda install -c conda-forge cyipopt

Other installation options_ are present in the documentation.

.. _installation options: https://github.com/mechmotum/cyipopt/blob/master/docs/source/install.rst

Building manylinux wheels

manylinux wheels can be built for a tagged version (GIT_TAG below) of cyipopt via docker by running (while in the root of this repo)::

docker run -v $(pwd):/wheels --rm --platform=linux/amd64 quay.io/pypa/manylinux_2_28_x86_64 bash /wheels/build_manylinux_wheels.sh GIT_TAG

for linux/amd64 and::

docker run -v $(pwd):/wheels --rm --platform=linux/aarch64 quay.io/pypa/manylinux_2_28_aarch64 bash /wheels/build_manylinux_wheels.sh GIT_TAG

for linux/aarch64 platforms. Built wheels appear at the folder the command was executed from.

.. warning:: Docker supports emulating non-native platforms to e.g. produce ARM binaries from an AMD64 host. However this can be quite slow (~1h for our case).

License

cyipopt is open-source code released under the EPL_ license, see the LICENSE file.

.. _EPL: https://www.eclipse.org/legal/epl-2.0/

Contributing

For bug reports, feature requests, comments, patches use the GitHub issue tracker and/or pull request system.